|Publication number||US7433316 B2|
|Application number||US 10/368,426|
|Publication date||Oct 7, 2008|
|Filing date||Feb 20, 2003|
|Priority date||Feb 20, 2003|
|Also published as||US20040165536|
|Publication number||10368426, 368426, US 7433316 B2, US 7433316B2, US-B2-7433316, US7433316 B2, US7433316B2|
|Inventors||Zhichen Xu, Mallik Mahalingam, Magnus Karlsson|
|Original Assignee||Hewlett-Packard Development Company, L.P.|
|Export Citation||BiBTeX, EndNote, RefMan|
|Patent Citations (9), Non-Patent Citations (1), Referenced by (5), Classifications (17), Legal Events (7)|
|External Links: USPTO, USPTO Assignment, Espacenet|
The following applications of the common assignee, incorporated by reference in their entirety, may contain some common disclosure and may relate to the present invention:
U.S. patent application Ser. No. 10/284,100 filed on Oct. 31, 2002 entitled “AUTONOMOUS SYSTEM TOPOLOGY BASED AUXILIARY NETWORK FOR P2P OVERLAY NETWORKS”; and
U.S. patent application Ser. No. 10/284,355 filed on Oct. 31, 2002 entitled “LANDMARK NUMBERING BASED AUXILIARY NETWORK FOR P2P OVERLAY NETWORKS”.
This invention relates generally to peer-to-peer (“P2P”) overlay networks. In particular, the invention relates generally to summarizing route propagation information in auxiliary networks for P2P overlay networks.
Providing scalable and efficient content delivery is becoming more important as the demand for applications such as streaming media is growing fast. Content Distribution Networks (“CDN”) and network service providers, advocate using network overlays for providing scalable and robust Internet based applications. Typical overlays are administrator configured, and due to the centralized nature of the overlay construction process, it is not feasible to construct large overlays.
Recent application-level overlay networks, such as CAN, eCAN, Chord and PAST, are scalable and self-organizing in nature. Nodes in these networks collectively contribute towards a fault-tolerant and administration-free storage space. The basic functionality these systems provide is a distributed hash table (“DHT”). In these systems, an object is associated with a key. Every node in the system is responsible for storing objects whose keys map to the ID of the node (via hashing). Retrieving an object amounts to routing to a node that is responsible for storing that object. The routing path on these overlay networks is at the application-level rather than at the IP level.
While elegant from a theoretical perspective, these systems suffer from at least two limitations. First, they rely on application-level routing that largely ignores the characteristics of the underlying physical networks. Because the underlying physical characteristics are not taken into consideration, excessive routing delays typically result. Second, they construct a homogeneous structured overlay network, while in reality, the nodes usually have different constraints and capacities such as storage, load, packet forwarding capacities and network connections.
In addition, overlay networks are typically constrained. In other words, the number of connections for a node is fixed or limited. Because of the constraints, the ability to accurately model the underlying physical characteristics is limited as well. Further, the earlier auxiliary networks do not handle the dynamic nature of the underlying network well, for example, when nodes exit or enter the network.
Still further, the amount of state information that needs to be maintained in the overlay network may be excessive.
According to an embodiment of the present invention, a method for creating route summaries in an auxiliary network for a P2P overlay networks may include dividing a d-dimensional Cartesian space of nodes into multiple virtual grids, numbering each virtual grid, and summarizing default overlay network zones corresponding to each of the virtual grids.
According to another embodiment of the present invention, a method for advertising routing information using route summaries for an auxiliary network for a P2P overlay network, wherein route summary includes a d-dimensional Cartesian space of nodes into multiple virtual grids and default overlay network zones are summarized into corresponding virtual grids. The method may include determining a virtual grid ID for one or more nodes of the overlay network corresponding to each of the one or more nodes, determining a transport address for each of the one or more nodes; and advertising the virtual grid ID and the transport address corresponding to each of the one or more nodes.
According to yet another embodiment of the present invention, a method for routing using an expressway node based route summaries for an auxiliary network for a P2P overlay network, wherein route summary includes a d-dimensional Cartesian space of nodes into multiple virtual grids and default overlay network zones are summarized into corresponding virtual grids, the method may include receiving a packet, determining if a packet destination information is in a route summary for the expressway node, and routing the packet to the packet destination if it is determined that the packet destination information is in the route summary.
According to a further embodiment of the present invention, a method for routing using ordinary node based route summaries for an auxiliary network for a P2P overlay network, wherein route summary includes a d-dimensional Cartesian space of nodes into multiple virtual grids and default overlay network zones are summarized into corresponding virtual grids. The method may include receiving a packet, determining if the packet has been tagged to use a default overly for routing, and routing the packet using the default overlay network if it is determined that the packet has been tagged to use the default overlay.
Features of the present invention will become apparent to those skilled in the art from the following description with reference to the drawings, in which:
For simplicity and illustrative purposes, the principles of the present invention are described by referring mainly to exemplary embodiments thereof. However, it is to be understood that the same principles are equally applicable to many types of auxiliary networks for P2P overlay networks.
In an embodiment of the present invention, an existing overlay network, such as CAN, eCAN, Tapestry, Chord, Pastry, and the like, may be augmented with an auxiliary network to improve performance (for example, routing performance). The auxiliary network, also termed “expressway network”, allows the heterogenic conditions, i.e. the varying characteristics of the underlying physical networks, to be exploited. In the expressway network, heterogenic conditions such as physical proximity, forwarding capacity and connectivity of the nodes of the network may be taken into account. Also, unlike the previous networks, the expressway network may be unconstrained, for example, in its storage capacity of routing-information.
As mentioned above, examples of an overlay networks include CAN, eCAN, Pastry, and Chord. With CAN, the problem of data placement/retrieval over large-scale storage systems is abstracted as hashing that maps “keys” onto “values”. CAN organizes the logical space as a d-dimensional Cartesian space (a d-torus). The Cartesian space is partitioned into zones, with one or more nodes serving as owner(s) of the zone. An object key is a point in the space, and a node owns the object if it owns the zone that contains the point. Routing from a source node to a destination node boils down to routing from one zone to another in the Cartesian space. Node addition corresponds to picking a random point in the Cartesian space, routing to the zone that contains the point, and splitting the zone with its current owner(s). Node removal amounts to having the owner(s) of one of the neighboring zone take over the zone owned by the departing node. In CAN, two zones are neighbors if they overlap in all but one dimension along which they neighbor each other.
eCAN augments CAN's routing capacity with routing tables of larger span. Every k CAN zones represent an order-1 zone, and k order-i zones represents an order-(i+1) zone. The variable k is called the zone coverage factor. As a result, a node is an owner of a CAN zone and is also resident of the high-order zones that encompass the CAN zone. Besides its default routing neighbors that are CAN zones, a node also has high-order routing neighbors that are representatives of its neighbors in the high-order zones. eCAN provides flexibility in selecting the high-order neighbors. When selecting a representative for a high-order neighbor, a node may be selected that is closest to the current node amongst all the nodes that belong to the neighboring high-order zone.
In addition, a node may own a particular default CAN zone. In this instance, the node 115 owns the CAN zone 110 in the upper left. In addition, a node is a resident of the higher order zones that encompass the particular default zone. The routing table of node 115 includes a default routing information of CAN (represented as arrows 140) that link only to the immediate neighbors of node 115. The routing table also includes high-order routing information (represented as arrows 150 and 160) that link to nodes of neighboring eCAN zones 120 and 130. In this example, node 115 may reach node 119 using eCAN routing (115, 117, 119).
In an embodiment of the present invention, using an auxiliary network like the expressway network, the heterogeneity of nodes may be represented without altering the overlay network like CAN and eCAN. In other words, the characteristics of the underlying physical network is taken into consideration. However, it should be noted that the expressway network may be used to augment many types of overlay networks and is not limited to CAN and eCAN.
In the expressway network, each node may establish connections to nodes in its physical proximity that are “well-connected” and have good forwarding capacities. For example, routers and gateways and the nodes that are near to the routers and gateways are better suited to forward packets. Forwarding capacities typically refers to network bandwidth and packet processing abilities. These well-connected nodes are called expressway nodes. The expressway nodes themselves may be linked to other expressway nodes that are close by called expressway neighbors to form an expressway.
The expressway may be used to route information in the network. Note that the number of expressway links from a particular expressway node to other expressway nodes is unconstrained. In other words, the number of expressway links established by each expressway node is arbitrary and maybe different for each expressway node.
For a given default overlay network, such as eCAN, a corresponding expressway network may be constructed in many different ways. While not exhaustive, the expressway nodes typically may serve the following purposes: (1) to propagate routing information when nodes join or leave or when the network conditions change; (2) to resolve the routing destinations; and (3) to forward information packets for multicasting or for better IP routing performance.
As noted above, the auxiliary expressway network includes expressway nodes. The expressway nodes may establish expressway connections amongst each other. Typically, the expressway nodes establish connections with other expressway nodes that are “close” in network distance. By establishing expressways with other close expressway nodes, the routing performance of the network may be improved. In a similar manner, ordinary nodes—i.e. the non-expressway nodes—also may establish connections with expressway nodes that are close as well. In this manner, data from any node—ordinary or expressway node—may be forwarded to the destination efficiently.
Distances may be measured in a variety of ways. While note exhaustive, the ways to determine distances include simple geographical distance, peak latency, average and mean latencies, number of autonomous system hops, number of network hops, and the like.
In an embodiment of the present invention, expressway nodes determine and advertise or publish their positions—typically over the default overlay network. A particular expressway node may determine its proximity to other expressway nodes based on the published information. Based on the proximity information, the particular expressway node may establish expressway connections with other expressway nodes.
While not exhaustive, the following examples are some criteria that determine when a particular expressway node may establish an expressway connection with one or more other expressway nodes. One example is that the particular expressway node may establish expressway connections with a pre-determined number of the closest other expressway nodes. Note that the pre-determined number may be one. Also note that the pre-determined number may be different for each expressway node, i.e. is arbitrary. Another example is that the particular expressway node may establish expressway connections with all other expressway nodes that are within a pre-determined distance from itself. Again, the predetermined distance may be different for each expressway node.
Indeed, the criteria may be a combination. For example, an expressway node may always establish a pre-determined minimum number of connections, but may also establish connections with all other expressway nodes within a pre-determined distance.
Similarly, an ordinary node may determine its proximity to expressway nodes based on the published positions. Based on the proximity information, each ordinary node may establish ordinary connections with expressway nodes in a similar manner as described above. The criteria used establish the ordinary connections may be individualized for each ordinary node.
The auxiliary expressway network may be constructed in a variety of ways including being based on autonomous system (“AS”) level topology and landmark numbering. An autonomous system (or AS) may be viewed as a network or a group of networks under a common administration with a common set of routing policies.
As noted above, landmark numbering may be used to form the expressways. In the expressway network utilizing landmark numbering, a plurality of landmark nodes are chosen that are randomly scattered throughout a network, for example the Internet. An example of a landmark node may be a gateway server in Washington, D.C. and another may be a router in Palo Alto, Calif. The landmark nodes may be a part of the overlay network or may be a standalone.
Each expressway node may determine its position relative to the landmark nodes by measuring its distance from each of the landmark nodes. For example, if there are n landmark nodes, then for a node A, the measured distance from the node A to the landmark nodes may be represented by a sequence <d1, d2, . . . , dn> wherein d1 is the distance from node A to the first landmark node, d2 is the distance from node A to the second landmark node and so on. The node A then may be viewed as being positioned in an n-dimension Cartesian space using the sequence <d1>, d2, . . . , dn> as its coordinates. In other words, the landmark nodes serve as axis of the Cartesian coordinate system. This Cartesian space is termed the landmark space. The nodes that are close to each other should have similar landmark measurements.
As indicated above, when an expressway node joins an expressway (or periodically), it may advertise all the local nodes that are in its physical proximity to neighboring expressway nodes. Also, each ordinary node may keep the addresses of the local expressway nodes and the expressway nodes may maintain route summaries.
However, the number of entries in a route summary is typically on the order of the number of nodes in the system. In a large network, the amount of information is likely to be large as well, and thus may become expensive to maintain and difficult to keep the routing state current. Thus, it becomes desirable to reduce the routing states that the nodes have to keep.
To reduce the amount of routing state information maintained at each node, routes may be advertised with summarization. In an embodiment of the present invention, the summarization is based on partitioning the d-dimensional Cartesian space into virtual grids. As an example,
Also, the default overlay zones corresponding to the virtual grid IDs may be summarized (step 530). Typically, each zone of the default overlay, such as a CAN zone, may be summarized using the grid ID of the virtual grid in which the center of the default zone falls. Note that the summarization is not limited to CAN and eCAN. As an example, for any DHT-based overlays such as Pastry and Tapestry, the prefix or suffix of the nodes may be used to summarize the logical space. In an embodiment of the present invention, a summary can be a prefix (or suffix) of a set of nodes whose IDs in the P2P overlay share the same prefix (or suffix). A routing summary is generic and applicable to many types of P2P overlay.
An algorithm for route advertisement using the virtual grids is similar to the standard distance vector algorithm. However, in an embodiment of the present invention, the following apply: (i) only expressway nodes may participate in route advertisement; (ii) the node's transport address and the virtual grid that is used for summarizing the nodes may be advertised; and (iii) the route advertisement messages may be controlled with a time-to-live (“TTL”) value. The TTL value may control how far an advertisement can be propagated. Higher TTL values results in better performance but comes at a higher communication cost. The TTL value may be expressed as a number of expressway-node hops.
Having a small number of virtual grids would produce less precise advertised information. However, the benefit is that routing state that an expressway node has to maintain becomes smaller as well. Even when the virtual grid is larger than the zone to be advertised, routing to any zone that belongs to the virtual grid guarantees that the target is inside the virtual grid and can be routed with the default overly routing in a bounded number of logical hops.
In an embodiment of the present invention, each ordinary node may keep the address of the local expressway nodes and the expressway nodes may maintain route summaries. The number of entries in the route summary is on the order of the number of virtual grids used for summarizing the nodes instead of being on the order of the number of nodes as disclosed above.
Note that each expressway node may perform steps 610 and 620 to advertise itself. Also, these steps may be performed by an external entity for each of the nodes. Likewise, each expressway node may perform step 630 to maintain its own route summary or the summaries may be maintained by an external entity and the expressway node may simply access its corresponding summary as needed, such as when forwarding packets of information.
If the packet destination is not in its route summary, then the expressway node may determine if there is another expressway node that is closer to the destination (step 740). If there is a closer expressway node, then the expressway node may forward the packet to the closer node (step 750). As discussed previously, the concept of distance may be determined in a variety of ways. Therefore, determining which node is closer will be similarly varied.
If there is no closer expressway node, then the expressway node may use the default overlay routing, such as CAN and eCAN, to route the packet (step 760).
If the packet has not been so tagged, the expressway node may determine if the packet destination is to one of its neighbors (step 840). For example, the neighbor may in the same virtual grid ID, or the neighbor may a direct eCAN neighbor. A neighbor may be any node that the current node may directly forward the packet. If the destination is to one of the neighbors, then the ordinary node may forward the packet to the neighbor (step 850). If not, the ordinary node may forward the packet to an expressway node (step 860).
The combination of methods 700 and 800 guarantees that a packet will reach its destination. For example, if the destination is in the route summary, the expressway will route the packet to the destination or to a node that is close to the destination. If the expressway routes the packet to a node that is not the destination, from then on default routing is used to route the packet. If the destination is not in the route summary, again default routing is used.
While the invention has been described with reference to the exemplary embodiments thereof, it is to be understood that various modifications may be made to the described embodiments of the invention without departing from the spirit and scope of the invention. The terms and descriptions used herein are set forth by way of illustration only and are not meant as limitations. In particular, although the methods of the present invention has been described by examples, the steps of the method may be performed in a different order than illustrated or may be performed simultaneously. These and other variations are possible within the spirit and scope of the invention as defined in the following claims and their equivalents.
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|U.S. Classification||370/238, 370/251|
|International Classification||H04L12/56, G01R31/08, H04L29/08|
|Cooperative Classification||H04L67/1068, H04L67/1042, H04L67/104, H04L45/64, H04L45/20, H04L45/306, H04L45/02|
|European Classification||H04L45/306, H04L45/20, H04L45/64, H04L45/02, H04L29/08N9P|
|Sep 30, 2003||AS||Assignment|
Owner name: HEWLETT-PACKARD DEVELOPMENT COMPANY L.P., TEXAS
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:HEWLETT-PACKARD COMPANY;REEL/FRAME:014061/0492
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|Nov 4, 2004||AS||Assignment|
Owner name: HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P., TEXAS
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:XU, ZHICHEN;MAHALINGAM, MALIK;KARLSSON, MAGNUS;REEL/FRAME:015339/0455;SIGNING DATES FROM 20040724 TO 20041104
|Apr 9, 2012||FPAY||Fee payment|
Year of fee payment: 4
|Nov 9, 2015||AS||Assignment|
Owner name: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP, TEXAS
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|Nov 29, 2016||FP||Expired due to failure to pay maintenance fee|
Effective date: 20161007